Acerca de este Curso
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Nivel intermedio

Some programming experience in any language.

Aprox. 11 horas para completar

Sugerido: 4 weeks of study, 1-3 hours/week...

Inglés (English)

Subtítulos: Inglés (English)

Qué aprenderás

  • Check

    Describe how each type of clinical data are generated, specifically outlining who creates the data, when and why the data are generated.

  • Check

    Write SQL code to combine two or more tables using database joins.

  • Check

    Write R code to manipulate and tidy data including: selecting columns, filtering rows, and joining data sets.

  • Check

    Write markdown formatted text and combine with R code in RMarkdown documents.

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Nivel intermedio

Some programming experience in any language.

Aprox. 11 horas para completar

Sugerido: 4 weeks of study, 1-3 hours/week...

Inglés (English)

Subtítulos: Inglés (English)

Programa - Qué aprenderás en este curso

Semana
1
1 horas para completar

Welcome to the Clinical Data Science Specialization

4 videos (Total 16 minutos), 5 lecturas, 2 cuestionarios
4 videos
Introduction to Clinical Data Science3m
Clinical Data Regulations5m
Introduction to the MIMIC-III Data Set4m
5 lecturas
Introduction to Specialization Instructors5m
Course Policies5m
Accessing Course Data and Technology Platform15m
Regulations and Health Privacy Resources10m
MIMIC-III Resources and References10m
2 ejercicios de práctica
Week 1 Practice Quiz12m
Week 1 Assessment16m
Semana
2
1 horas para completar

Introduction: Clinical Data

7 videos (Total 35 minutos), 2 cuestionarios
7 videos
Encounters4m
Billing Data5m
Laboratory Data7m
Medication Data7m
Clinical Observation Data1m
Demographics, Social and Family History2m
2 ejercicios de práctica
Week 2 Practice Quiz8m
Week 2 Assessment16m
Semana
3
3 horas para completar

Tools: SQL

5 videos (Total 18 minutos), 6 lecturas, 2 cuestionarios
5 videos
Querying Tables with SQL2m
Joining Tables with SQL4m
Aggregating Data with SQL4m
Introduction to Google BigQuery3m
6 lecturas
Introduction and Learning Objectives for Programming Examples and Exercises5m
Guide to Google BigQuery Interface10m
Querying and Aggregating Individual Tables with Google BigQuery 45m
Querying and Joining Multiple Tables with Google BigQuery30m
Joining Tables with SQL15m
Note about the Assessment2m
2 ejercicios de práctica
Programming Exercises Practice Quiz24m
Week 3 Assessment20m
Semana
4
2 horas para completar

Tools: R and the Tidyverse

2 videos (Total 6 minutos), 3 lecturas, 2 cuestionarios
2 videos
Introduction to RStudio3m
3 lecturas
Working with RMarkdown Documents10m
The Data Scientist's Workflow1h 15m
Note about the Assessment2m
2 ejercicios de práctica
Programming Exercises Practice Quiz22m
Week 4 Assessment
4.7
45 revisionesChevron Right

25%

comenzó una nueva carrera después de completar estos cursos

17%

consiguió un beneficio tangible en su carrera profesional gracias a este curso

Principales revisiones sobre Introduction to Clinical Data Science

por ASOct 29th 2019

Very nice overview of a very complex topic. Somewhat superficial in some areas, but this is an introduction class and covered everything to an acceptable degree. A very intimidating topic.

por ETOct 15th 2019

One great course I will recommend to people. Had the chance to learn so much, especially about the MIMIC III dataset as I am using it for a project in AI. Thank you for this course.

Instructores

Avatar

Laura K. Wiley, PhD

Assistant Professor
Division of Biomedical Informatics and Personalized Medicine, Anschutz Medical Campus

Acerca de Sistema Universitario de Colorado

The University of Colorado is a recognized leader in higher education on the national and global stage. We collaborate to meet the diverse needs of our students and communities. We promote innovation, encourage discovery and support the extension of knowledge in ways unique to the state of Colorado and beyond....

Acerca de Programa especializado Clinical Data Science

Are you interested in how to use data generated by doctors, nurses, and the healthcare system to improve the care of future patients? If so, you may be a future clinical data scientist! This specialization provides learners with hands on experience in use of electronic health records and informatics tools to perform clinical data science. This series of six courses is designed to augment learner’s existing skills in statistics and programming to provide examples of specific challenges, tools, and appropriate interpretations of clinical data. By completing this specialization you will know how to: 1) understand electronic health record data types and structures, 2) deploy basic informatics methodologies on clinical data, 3) provide appropriate clinical and scientific interpretation of applied analyses, and 4) anticipate barriers in implementing informatics tools into complex clinical settings. You will demonstrate your mastery of these skills by completing practical application projects using real clinical data. This specialization is supported by our industry partnership with Google Cloud. Thanks to this support, all learners will have access to a fully hosted online data science computational environment for free! Please note that you must have access to a Google account (i.e., gmail account) to access the clinical data and computational environment....
Clinical Data Science

Preguntas Frecuentes

  • Una vez que te inscribes para obtener un Certificado, tendrás acceso a todos los videos, cuestionarios y tareas de programación (si corresponde). Las tareas calificadas por compañeros solo pueden enviarse y revisarse una vez que haya comenzado tu sesión. Si eliges explorar el curso sin comprarlo, es posible que no puedas acceder a determinadas tareas.

  • Cuando te inscribes en un curso, obtienes acceso a todos los cursos que forman parte del Programa especializado y te darán un Certificado cuando completes el trabajo. Se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes auditar el curso sin costo.

  • Unfortunately at this time we can only allow students who have access to Google services (e.g., a gmail account) to complete the specialization. This is because we give students access to real clinical data and our privacy protections only allow data sharing through the Google BigQuery environment.

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